Forecasts
G
← All forecasts
Forecast 97aff4e2 · published 2026-08-18
Around 4 job postings mentioning machine learning are expected the week of Sep 14–20, 2026 (likely range: 0–12, 80% coverage) — down from 69 the week of Aug 17–23, 2026.
Missed
What was claimed
The forecast
- Target period
- Sep 14–20, 2026
- Predicted mentions
- 4 job postings
- Direction
- ↓ Falling
- Method
- Linear trend fit with confidence interval
- Review by
- 2026-09-20
- Expires
- 2026-09-27
Confidence at publication
Early signal
What happened
Outcome
- Actual mentions
- 15 job postings
- Off by
- 11 postings
- Accuracy
- 24%
- Direction
- ✗ Missed
- Predicted range
- ✗ Actual fell outside it
Interval 0.0-12.0 missed the observed 15.0 (up) in 2026-W38; point estimate was 3.6 (down).
Observed history
machine learning — the series behind the fit
Jul 13–19, 2026: 3 mentionsJul 20–26, 2026: 9 mentionsJul 27–Aug 2, 2026: 0 mentionsAug 3–9, 2026: 3 mentionsAug 10–16, 2026: 0 mentionsAug 17–23, 2026: 5 mentions
How we know
Evidence
40+
Confidence
Early signal
Source diversity
3 sources
Last updated
2026-08-18
Reality validation
- Predicted
- 3.59
- Actual
- 15
- Accuracy
- 24%
- Direction
- missed
How this forecast was made
- Approach
- Linear trend fitted to recent weekly counts, with a range to account for uncertainty
- How far ahead
- 4 weeks
- Checked against reality by
- 2026-09-20
- Can it be edited?
- No — forecasts are locked at publication and scored as-is
Track record for machine learning
10 forecasts published, 10 scored, mean accuracy 56%.
Primary sources
Reddit: Ads Conversion Modeling, Machine Learning Engineering Manager2026-07-24job listing
Senior Machine Learning Engineer, Ads Content Understanding2026-07-14job listing